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rageSpin committed Jun 22, 2024
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2 changes: 1 addition & 1 deletion content/posts/finance/stock_prediction/GRU/index.md
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Expand Up @@ -255,7 +255,7 @@ rmse_gru = np.sqrt(np.mean(((predictions_gru - y_test) ** 2)))
print(f"LSTM RMSE: {rmse_lstm:.4f}, GRU RMSE: {rmse_gru:.4f}")
```

> "LSTM RMSE: 4.2341, GRU RMSE: {3.3575}"
> "LSTM RMSE: **4.2341**, GRU RMSE: 3.3575"
### Test Plot

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4 changes: 2 additions & 2 deletions data/en/sections/skills.yaml
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Expand Up @@ -47,8 +47,8 @@ skills:
logo: /images/sections/skills/cassandra.png
summary: "Experience with NoSQL and distributed database"

- name: _Apache_ Spark
logo:
- name: Apache Spark
logo: /images/sections/skills/spark.png
summary: Big Data Analytics and Processing. Used with Scala and Python.

- name: TCAD Sentaurus
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2 changes: 1 addition & 1 deletion hugo.yaml
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Expand Up @@ -86,7 +86,7 @@ enableEmoji: true
# Site parameters
params:
# Background image of the landing page
background: /images/site/background.jpg
background: /images/background2.jpg

# Provide logos for your site. The inverted logo will be used in the initial
# transparent navbar and the main logo will be used in the non-transparent navbar.
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7 changes: 5 additions & 2 deletions public/categories/physics/index.html
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Expand Up @@ -310,7 +310,10 @@ <h5 class="card-title">Percolation</h5>
<li class="rounded"><a href="/tags/science/" class="btn btn-sm btn-info">Science</a></li>


<li class="rounded"><a href="/tags/" class="btn btn-sm btn-info"></a></li>
<li class="rounded"><a href="/tags/physics/" class="btn btn-sm btn-info">Physics</a></li>


<li class="rounded"><a href="/tags/statistics/" class="btn btn-sm btn-info">Statistics</a></li>

</ul>
</div>
Expand All @@ -320,7 +323,7 @@ <h5 class="card-title">Percolation</h5>
<div class="card-footer">
<span class="float-start">
Saturday, June 8, 2024
| 4 minutes </span>
| 5 minutes </span>
<a
href="/posts/physics/percolation/"
class="float-end btn btn-outline-info btn-sm">Read</a>
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6 changes: 6 additions & 0 deletions public/en/sitemap.xml
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Expand Up @@ -169,6 +169,9 @@
</url><url>
<loc>http:https://localhost:1313/posts/physics/percolation/</loc>
<lastmod>2024-06-08T08:06:25+06:00</lastmod>
</url><url>
<loc>http:https://localhost:1313/tags/physics/</loc>
<lastmod>2024-06-08T08:06:25+06:00</lastmod>
</url><url>
<loc>http:https://localhost:1313/categories/physics/</loc>
<lastmod>2024-06-08T08:06:25+06:00</lastmod>
Expand All @@ -178,6 +181,9 @@
</url><url>
<loc>http:https://localhost:1313/tags/science/</loc>
<lastmod>2024-06-08T08:06:25+06:00</lastmod>
</url><url>
<loc>http:https://localhost:1313/tags/statistics/</loc>
<lastmod>2024-06-08T08:06:25+06:00</lastmod>
</url><url>
<loc>http:https://localhost:1313/notes/</loc>
<lastmod>2010-06-08T08:06:25+06:00</lastmod>
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28 changes: 21 additions & 7 deletions public/index.html
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Expand Up @@ -337,27 +337,27 @@
<style>

#homePageBackgroundImageDivStyled {
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#homePageBackgroundImageDivStyled {
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#homePageBackgroundImageDivStyled {
background-image: url('/images/site/background_hu734aa6f98ca0577a577126c08c02e5c3_354464_1500x0_resize_q75_box.jpg');
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Expand Down Expand Up @@ -821,7 +821,14 @@ <h5 class="card-title">Edge Computing</h5>
<div class="card">
<div class="card-head d-flex">

<h5 class="card-title">Cassandra DB</h5>






<img class="card-img-xs" src="/images/sections/skills/cassandra_hu9950cf82809d5d6956a03f3194bbd73f_189817_24x24_fit_box_3.png" alt="Apache Cassandra DB" />
<h5 class="card-title">Apache Cassandra DB</h5>

</div>
<div class="card-body">
Expand All @@ -837,7 +844,14 @@ <h5 class="card-title">Cassandra DB</h5>
<div class="card">
<div class="card-head d-flex">

<h5 class="card-title">Spark</h5>






<img class="card-img-xs" src="/images/sections/skills/spark_hu086967a90e6202a4f93f460f6966bfa8_23758_24x24_fit_box_3.png" alt="Apache Spark" />
<h5 class="card-title">Apache Spark</h5>

</div>
<div class="card-body">
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2 changes: 1 addition & 1 deletion public/index.json

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10 changes: 5 additions & 5 deletions public/it/index.html
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Expand Up @@ -313,27 +313,27 @@
<style>

#homePageBackgroundImageDivStyled {
background-image: url('/images/site/background_hu734aa6f98ca0577a577126c08c02e5c3_354464_500x0_resize_q75_box.jpg');
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@media (min-width: 500px) and (max-width: 800px) {
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background-image: url('/images/site/background_hu734aa6f98ca0577a577126c08c02e5c3_354464_800x0_resize_q75_box.jpg');
background-image: url('/images/background2_hu9d580ae62c5d3bfee4c21331204a4fcf_1854370_800x0_resize_q75_box.jpg');
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@media (min-width: 801px) and (max-width: 1200px) {
#homePageBackgroundImageDivStyled {
background-image: url('/images/site/background_hu734aa6f98ca0577a577126c08c02e5c3_354464_1200x0_resize_q75_box.jpg');
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#homePageBackgroundImageDivStyled {
background-image: url('/images/site/background_hu734aa6f98ca0577a577126c08c02e5c3_354464_1500x0_resize_q75_box.jpg');
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@media (min-width: 1501px) {
#homePageBackgroundImageDivStyled {
background-image: url('/images/site/background.jpg');
background-image: url('/images/background2.jpg');
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</style>
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11 changes: 11 additions & 0 deletions public/it/search/index.html
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Expand Up @@ -529,5 +529,16 @@ <h5>Contattami:</h5>



</body>
</html>
ipt>








</body>
</html>
2 changes: 1 addition & 1 deletion public/posts/finance/stock_prediction/gru/index.html
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Expand Up @@ -567,7 +567,7 @@ <h3 id="summary">Summary</h3>
</span></span><span style="display:flex;"><span>rmse_gru <span style="color:#f92672">=</span> np<span style="color:#f92672">.</span>sqrt(np<span style="color:#f92672">.</span>mean(((predictions_gru <span style="color:#f92672">-</span> y_test) <span style="color:#f92672">**</span> <span style="color:#ae81ff">2</span>)))
</span></span><span style="display:flex;"><span>print(<span style="color:#e6db74">f</span><span style="color:#e6db74">&#34;LSTM RMSE: </span><span style="color:#e6db74">{</span>rmse_lstm<span style="color:#e6db74">:</span><span style="color:#e6db74">.4f</span><span style="color:#e6db74">}</span><span style="color:#e6db74">, GRU RMSE: </span><span style="color:#e6db74">{</span>rmse_gru<span style="color:#e6db74">:</span><span style="color:#e6db74">.4f</span><span style="color:#e6db74">}</span><span style="color:#e6db74">&#34;</span>)
</span></span></code></pre></div><blockquote>
<p>&ldquo;LSTM RMSE: 4.2341, GRU RMSE: {3.3575}&rdquo;</p>
<p>&ldquo;LSTM RMSE: <strong>4.2341</strong>, GRU RMSE: 3.3575&rdquo;</p>
</blockquote>
<h3 id="test-plot">Test Plot</h3>
<p><img src="/posts/finance/stock_prediction/GRU/images/test_results.png"
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34 changes: 34 additions & 0 deletions public/search/index.html
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Expand Up @@ -213,6 +213,40 @@







<li class="nav-item dropdown">
<a class="nav-link dropdown-toggle" href="#" id="languageSelector" role="button" data-bs-toggle="dropdown" aria-haspopup="true" aria-expanded="false">


<span class="flag-icon flag-icon-gb"></span>

English
</a>
<div class="dropdown-menu" aria-labelledby="languageSelector">

<a class="dropdown-item nav-link languages-item" href="/search">


<span class="flag-icon flag-icon-gb"></span>

English
</a>

<a class="dropdown-item nav-link languages-item" href="/it/search">


<span class="flag-icon flag-icon-it"></span>

Italiano
</a>

</div>
</li>



<li class="nav-item dropdown">
<a class="nav-link dropdown-toggle" href="#" id="themeSelector" role="button"
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10 changes: 10 additions & 0 deletions public/tags/deep-learning/index.html
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Expand Up @@ -277,8 +277,18 @@



<li><a class="taxonomy-term " href="http:https://localhost:1313/tags/physics/" data-taxonomy-term="physics"><span class="taxonomy-label">Physics</span></a></li>




<li><a class="taxonomy-term " href="http:https://localhost:1313/tags/science/" data-taxonomy-term="science"><span class="taxonomy-label">Science</span></a></li>




<li><a class="taxonomy-term " href="http:https://localhost:1313/tags/statistics/" data-taxonomy-term="statistics"><span class="taxonomy-label">Statistics</span></a></li>




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10 changes: 10 additions & 0 deletions public/tags/finance/index.html
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Expand Up @@ -277,8 +277,18 @@



<li><a class="taxonomy-term " href="http:https://localhost:1313/tags/physics/" data-taxonomy-term="physics"><span class="taxonomy-label">Physics</span></a></li>




<li><a class="taxonomy-term " href="http:https://localhost:1313/tags/science/" data-taxonomy-term="science"><span class="taxonomy-label">Science</span></a></li>




<li><a class="taxonomy-term " href="http:https://localhost:1313/tags/statistics/" data-taxonomy-term="statistics"><span class="taxonomy-label">Statistics</span></a></li>




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10 changes: 10 additions & 0 deletions public/tags/forecasting/index.html
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Expand Up @@ -277,8 +277,18 @@



<li><a class="taxonomy-term " href="http:https://localhost:1313/tags/physics/" data-taxonomy-term="physics"><span class="taxonomy-label">Physics</span></a></li>




<li><a class="taxonomy-term " href="http:https://localhost:1313/tags/science/" data-taxonomy-term="science"><span class="taxonomy-label">Science</span></a></li>




<li><a class="taxonomy-term " href="http:https://localhost:1313/tags/statistics/" data-taxonomy-term="statistics"><span class="taxonomy-label">Statistics</span></a></li>




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10 changes: 10 additions & 0 deletions public/tags/index.html
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Expand Up @@ -311,8 +311,18 @@



<li><a class="taxonomy-term " href="http:https://localhost:1313/tags/physics/" data-taxonomy-term="physics"><span class="taxonomy-label">Physics</span></a></li>




<li><a class="taxonomy-term " href="http:https://localhost:1313/tags/science/" data-taxonomy-term="science"><span class="taxonomy-label">Science</span></a></li>




<li><a class="taxonomy-term " href="http:https://localhost:1313/tags/statistics/" data-taxonomy-term="statistics"><span class="taxonomy-label">Statistics</span></a></li>




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17 changes: 15 additions & 2 deletions public/tags/science/index.html
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Expand Up @@ -277,8 +277,18 @@



<li><a class="taxonomy-term " href="http:https://localhost:1313/tags/physics/" data-taxonomy-term="physics"><span class="taxonomy-label">Physics</span></a></li>




<li><a class="taxonomy-term active" href="http:https://localhost:1313/tags/science/" data-taxonomy-term="science"><span class="taxonomy-label">Science</span></a></li>




<li><a class="taxonomy-term " href="http:https://localhost:1313/tags/statistics/" data-taxonomy-term="statistics"><span class="taxonomy-label">Statistics</span></a></li>




Expand Down Expand Up @@ -320,7 +330,10 @@ <h5 class="card-title">Percolation</h5>
<li class="rounded"><a href="/tags/science/" class="btn btn-sm btn-info">Science</a></li>


<li class="rounded"><a href="/tags/" class="btn btn-sm btn-info"></a></li>
<li class="rounded"><a href="/tags/physics/" class="btn btn-sm btn-info">Physics</a></li>


<li class="rounded"><a href="/tags/statistics/" class="btn btn-sm btn-info">Statistics</a></li>

</ul>
</div>
Expand All @@ -330,7 +343,7 @@ <h5 class="card-title">Percolation</h5>
<div class="card-footer">
<span class="float-start">
Saturday, June 8, 2024
| 4 minutes </span>
| 5 minutes </span>
<a
href="/posts/physics/percolation/"
class="float-end btn btn-outline-info btn-sm">Read</a>
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